Garrison Cottrell
5 papers · 2019–2020 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(5)
Learning Types · Machine Learning
(4)
Artificial Intelligence
(2)
Deep Learning
(2)
Architectures
(2)
Core AI
(2)
Core Methods
(2)
Data Science & Analytics
(1)
Natural Language Processing
(1)
Speech & Audio
(1)
Application Areas
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Optimization & Theory
(1)
Keywords
adversarial example
(2)
multi-task learning
(1)
feature learning
(1)
interpretable machine learning
(1)
image reconstruction
(1)
automatic speech recognition
(1)
adversarial training
(1)
time series classification
(1)
gradient descent
(1)
recurrent neural network
(1)
deep neural network
(1)
language model
(1)
gradient vanishing
(1)
commonsense reasoning
(1)
vanishing gradient
(1)
model diagnosis
(1)
long-term dependency
(1)
capsule network
(1)
shapelet learning
(1)
physical-world attack
(1)
Papers
Adversarial Dynamic Shapelet Networks
AAAI 2020
Detecting and Diagnosing Adversarial Images with Class-Conditional Capsule Reconstructions
ICLR 2020
Temporal Pyramid Recurrent Neural Network
AAAI 2020
Imperceptible, Robust, and Targeted Adversarial Examples for Automatic Speech Recognition
ICML 2019
Improving Neural Story Generation by Targeted Common Sense Grounding
EMNLP 2019